Jan,
Don't know where you looked for bearings but McMaster (mcmaster.com) and Grainger (grainger.com) have a wide assortment of bearings. There's probably a cross reference table somewhere for that motor but you may just have to measure the existing ones and get replacements. My thinking is to get the new motor and then fix the old one at your leisure and keep it as a spare.
Al